OOIR: Observatory of International Research

Papers

(The TQCC of International Journal of Sensor Networks is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-05-01 to 2026-05-01.)

Article	Citations
Accurate close contact identification: a solution based on P-RAN, fog computing and blockchain	20
An Improved Sparrow Search Algorithm and Its Application in Wireless Sensor Node Coverage Problem	19
Simultaneously transmitting and reflecting reconfigurable intelligent surfaces with RF energy harvesting	10
Reinforcement learning approach for quality of coverage-driven mobile charger optimal scheduling in wireless rechargeable sensor networks	9
Sleep behaviour monitoring based on the probability density model	9
Grouping visual enhancements for Picviz logging visualisation	8
Fusing Multi-Source Sensor-Derived Microclimate Data for Thermal Comfort Mapping of Urban Blocks	7
UWB time of flight-based indoor IoT localisation solution with deep learning optimised by meta-heuristics	7
Aero-Engine Blade Detection and Tracking Using Networked Borescopes	7
Spatio-Temporal Feature Extraction in Sensor Networks for Enhancing Wind Forecasting Accuracy	7
Advanced air quality prediction modelling using intelligent optimisation algorithm in urban regions	6
The Fuzzy-IAVOA Energy-Aware Routing Algorithm for SDN-based IoT Networks	6
Machine learning-based fault detection scheme for IoT-enabled WSNs	6
On Increasing Device Energy Efficiency in LoRaWAN Networks via a Learning-Automata-Based Approach	6
A dynamic context-based routing protocol for effective packet forwarding in opportunistic network	6
Orientation and Trajectory-Specific Movement Assistance for Quadcopter Control using Machine Vision Input	5
An Edge-Driven Based Sensor Selection and Sensory Data Prediction Model for Minimizing Energy Consumption in WSNs	5
A Dynamic Sensing-Based, Adaptive Energy-Efficient Transmission Scheme for Wireless Sensor Networks in Perishable Goods Monitoring	5
Dependent task offloading based on proactive replication	4
Cybersecurity, throughput and delay analysis using multiple reconfigurable intelligent surfaces	4
IoT trust aggregation using hybrid outlier detection and consensus	4
Empowering IoT Security: An Innovative Handover-Driven Node Selection Approach to Tackle Conscious Mobile Eavesdropping	4
Distributed Fault Diagnosis for Data Reliability in Operational Status Monitoring of Large Mining Electric Shovels	4
DynO-IoT: a dynamic ontology for provisioning semantic interoperability in internet of things	4
Designing and testing of Low-Power Air Quality Monitoring Sensor Node using LoRa Technology	4

Node WSN localisation based on adaptive crossover-mutation differential evolution	4
An improved sparrow search algorithm and its application in wireless sensor node coverage problem	4
Advanced Air Quality Prediction Modelling using Intelligent Optimisation Algorithm in Urban Regions	4
PPSSDHE: Privacy Preservation in Smartphone Sensors Data using ElGamal Homomorphic Encryption	4
A feature-driven approach for ADAS using real-time smartphone inertial sensor data	4
Research and implementation on a Trojan detection approach based on sensor path delay for golden-free chips	4
Spacetime graph convolution driven sensing edge node collaboration for photovoltaic fault diagnosis	4
Enhancing Intrusion Detection Through Anomaly Detection and Integrated Deep Learning with TabTransformer	4
An Edge Computing Offloading Strategy based on Multi-Dimensional Attributes and Distributed Deep Learning	3
Privacy-Preserving Computation Offloading for Intelligent Connected Vehicles via a Joint-Objective Alternating Multiplier Method	3
Performance Analysis of Various Machine Learning Models for Membership Inference Attack	3
Aero-engine blade detection and tracking using networked borescopes	3
Channel estimation in OFDM systems based on the Mamdani fuzzy genetic algorithm	3
Dynamic Image Compression and Reconstruction via Tensor Decomposition on Edge Nodes	3
Temperature and Humidity Monitoring and Communication System for Coal Mine Working based on LoRa	3
AROS: Human Action Recognition by Spatio-Temporal Fusion Mechanism Based on Optimized Subcarriers	3
Fault Diagnosis Model for Railway Signaling Equipment Using Deep Learning Techniques	3
Dynamic image compression and reconstruction via tensor decomposition on edge nodes	3
Automatic detection of rectal cancer lesion images based on the improved MR-U-Net deep learning network	3
Service composition optimisation of virtual resource allocation management in the cloud environment based on green scheduling	3
Improving fault diagnosis in elevator systems with GAN-based synthetic data	3
A Rotatable Battery Recognition Method Based on Improved YOLOv5	2
ESFM-Net: low-dose CT artefact suppression method based on edge-guided spatial-frequency mutual network	2
On the physical layer security of CR-NOMA assisted intelligent transportation networks	2
Cloud-Enabled Internet of Things for Environmental Data Collection: Prototype and Evaluation	2
A dynamic interactive system for intelligent lighting art installations based on multimodal sensing	2
A Novel Federated Learning Approach for Routing Optimisation in Opportunistic IoT Networks	2
A review of beaconing schemes for routing protocols in flying ad-hoc networks	2
A behaviour detection algorithm integrating lightweight networks and feature recombination	2
Residual Spatial-Temporal Graph Convolutional Neural Network for On-Street Parking Availability Prediction	2
Synchronized Multimodal Physiological Sensor Networks for Emotional State Mapping in Interrogation Environments	2
Routing techniques using reconfigurable intelligent surfaces	2
Blind reconfigurable intelligent surfaces for dynamic offloading in fixed-NOMA mobile edge networks	2
RDBL-Net: detection of foreign objects on transmission lines based on positional encoding multiscale feature fusion	2
Advanced GNSS Positioning for Low-Cost Android Smartphones using RTS Assisted Extended Kalman Filter	2
IoT emergency healthcare system using ML-based triage	2
MultiNeigh-GNN: a Multi-Order Neighbouring Data Fusion Graph Neural Network for IoT Intrusion Detection	2
A Transformative Deep Learning Framework for Traffic Modelling using sensors-based multiresolution traffic data.	2
RCAU-Net: convolutional networks with residual channel attention for non-uniformity correction	2
Fault diagnostics on railway switches and crossings using a bat-optimized sequence-to-sequence neural model	2
Analysis of GNSS data quality based on Anubis and RTKLIB and single-point positioning accuracy in different environments for Android smartphones	2
Task offloading and resource allocation for intersection scenarios in vehicular edge computing	2
Real-Time Pronunciation Feedback System for Language Learning Integrating Speech Recognition and Sensor Networks	2
Security analysis and improvement of key exchange protocol in LoRaWAN network	2
IoT Trust Aggregation using Hybrid Outlier Detection and Consensus	1
Research on UWB-based cooperative relay positioning mechanism for firefighters	1
Grouping Visual Enhancements for Picviz Logging Visualization	1
Named entity recognition for function point descriptions in software cost estimation processes	1
A lightweight depthwise separable convolution network for event detection in phase-sensitive optical time domain reflectometry	1
6G-enhanced context-aware systems in adaptive ubiquitous learning environments for music education via edge intelligence	1

Machine Oil Leakage Detection Based on An Improved YOLOv4-tiny Neural Network	1
Enhancing VoIP quality in mobile networks through optimised MOS prediction and base station clustering with SDN	1
Self-localisation of IoT devices with imperfect measurements via approximate maximum-likelihood estimation	1
Energy-efficient output feedback control mechanism based on an event-driven discrete time-invariant system in wireless sensor networks	1
CNN-based hybrid deep learning framework for human activity classification	1
LSB-DSN: Sensor-Assisted Deep Learning for Robust English Speech Recognition	1
Accurate close contact identification: a solution based on P-RAN, fog computing and blockchain	1
Cybersecurity, Throughput and Delay Analysis using Multiple Reconfigurable Intelligent Surfaces	1
Energy-efficient output feedback control mechanism based on an event-driven discrete time-invariant system in wireless sensor networks	1
Simultaneously Transmitting and Reflecting Reconfigurable Intelligent Surfaces with Energy Harvesting from a Water Flow	1
MTS-GAT: Multivariate Time Series Anomaly Detection Based on Graph Attention Networks	1
A novel offloading algorithm for cost-sensitive tasks in VEC networks using deep reinforcement learning	1
Hybrid CNN-LSTM Model Combined with Feature Selection and SMOTE for Detection of Network Attacks	1
Design and Analysis of a Robust Security Layer for Software Defined Network Framework	1
DDQN-based data laboratory energy consumption control model	1
A Dynamic Interactive System for Intelligent Lighting Art Installations based on Multimodal Sensing	1
Aerial Muling As a Service For Terrestrial Wireless Sensor Networks	1
Dependent task offloading based on proactive replication	1
AGV Semantic Attack Detection Based on Extended Stochastic Petri Net	1
A Rate Adaption Algorithm for Backscatter Networks in Mobile Scenes	1
Delay Optimisation using Intelligent Omni-Surfaces (IOS)	1
A novel drone recovery system in IoT environment	1
Analysis and handling of biased data provided by wireless sensor networks with lack of energy	1
Energy-Efficient Data Reduction and Reconstruction Schemes to Enhance Network Lifetime in Wireless Sensor Networks	1
Service composition optimization of virtual resource allocation management in the cloud environment based on green scheduling	1
Enhanced Data Rates with Solar Energy Harvesting (SEH)	1
A lightweight security scheme to defend against quantum attack in IoT-based energy internet	1
Efficient data acquisition with wireless powered sensor networks for smart healthcare in hospitals	1
Deep learning-based power quality disturbance detection and classification in smart grid	1
FSFDS: enhancing flight sensor fault diagnosis via diffusion and self-attention networks	1
Fault diagnosis model for railway signalling equipment using deep learning techniques	1
An Economic Cost-Saving Strategy Based on a Hybrid 4G-5G Offload Architecture in Vehicular Edge Computing	1
A path optimisation method based on dynamic clustering strategy and non-dominated sorting genetic algorithm II in wireless sensor networks	1